Multiple extreme natural events can, for example, be a heat wave that leads to drought, which increases the risk of forest fires. The EMMUNE project clarified the connections between the events and developed support for decisions on how to best handle them. The goal was to reduce both the number of events and the consequences of those that do occur.

Project duration and final report

The project was carried out as a five-year doctoral project between 2020-2025.

Final report can be found here (in Swedish)

Summary of the completed project

Översvämning.

The EMMUNE project investigated how interactions between natural events can be used to strengthen Swedish preparedness and response capabilities. The aim was to map which combinations of natural events are relevant in Sweden, which planning and decision support are missing in the rescue system, and how computer-based tools can meet these needs. The problem area concerns the climate-driven increase in simultaneous/extreme events that complicate prioritization and resource use.

Three overarching issues were addressed:

(1) which interactions are most important in the Swedish context
(2) what support needs exist for planning and management
(3) how these needs can be translated into practical decision support

The project developed a national framework that identifies 77 pairwise interactions classified as cascading effects, dispositional changes, increased risk or simultaneous outbreaks. Particularly central are connections between, for example, heat waves and forest fires, as well as heavy rainfall and flooding. Interview and document studies with, among others, municipal emergency services, county administrative boards and MSB identified 13 challenges in current working methods, especially in resource planning and management of complex sequences of events.

Skogsbrand.

Two decision support prototypes were developed and evaluated together with end users:

(1) an optimization tool that suggests standby locations for flying firefighting resources based on Fire Weather Index forecasts
(2) a tool that allocates flood protection to critical functions based on forecasted water levels and community value.

Both showed good performance in simulations/case studies and were judged relevant and useful by practitioners.

Use and benefit: The results provide an evidence-based basis for risk and vulnerability analyses and for tactical/operational planning in weather and climate-related crises. The framework can guide scenario development and collaborative planning, while the tools can contribute to more equitable, transparent and standardized resource allocation, reduce cognitive load in management, and enable rapid replanning when the situation changes.

Overall, the project shows how knowledge about the interactions of natural events can be operationalized in decision support that strengthens society's ability to manage future climate-related crises.

Anticipate and counteract multiple natural events

2025

Viktor Sköld Gustafsson, Tobias Andersson Granberg, Mattias Hjerpe, Sofie Pilemalm, Martin Waldemarsson (2025) Effektiv hantering av multipla naturhändelser - kartläggning och beslutsstödsutveckling
Viktor Sköld Gustafsson (2025) Decision Support for Emergency Resource Planning: Integrating Interactions Between Natural Hazards

2024

Viktor Sköld Gustafsson, Tobias Andersson Granberg, Martin Waldemarsson (2024) Using Optimization Modeling to Determine Locations for Aerial Firefighting Resources Based on Wildfire Risk Data Proceedings of the 21st ISCRAM Conference, Münster, Germany (Conference paper) Continue to DOI
Viktor Sköld Gustafsson, Tobias Andersson Granberg, Sofie Pilemalm, Martin Waldemarsson (2024) Identifying decision support needs for emergency response to multiple natural hazards: an activity theory approach Natural Hazards, Vol. 120, p. 2777-2802 (Article in journal) Continue to DOI

2023

Viktor Sköld Gustafsson, Mattias Hjerpe, Gustav Strandberg (2023) Construction of a national natural hazard interaction framework: The case of Sweden ISCIENCE, Vol. 26, Article 106501 (Article in journal) Continue to DOI

2022

Viktor Sköld Gustafsson, Tobias Andersson Granberg, Sofie Pilemalm, Martin Waldemarsson (2022) Managing Natural Hazards in Sweden - Needs for Improved Information and Decision Support Systems ISCRAM 2022 Conference Proceedings – 19th International Conference on Information Systems for Crisis Response and Management, p. 376-384 (Conference paper)
Viktor Sköld Gustafsson (2022) Decision Support for Emergency Response to Multiple Natural Hazards: CHALLENGES AND NEEDS

2021

Viktor Sköld Gustafsson, Mattias Hjerpe, Lotten Wiréhn, Tobias Andersson Granberg, Sofie Pilemalm, Martin Waldemarsson (2021) Multipla naturhändelser i Sverige
Forest fires - a presentation by Martin Waldemarsson, University Lecturer at Linköping University
Forest fires - a presentation by Martin Waldemarsson, University Lecturer at Linköping University

Forest fires

Martin Waldemarsson, Senior Lecturer at Linköping University, gave his presentation "Forest Fires" in connection with a webinar organized by MSB.

The presentation was held within the framework of the EMMUNE project.See presentation (in Swedish)

 Resource planning for climate-driven natural disasters - presentation by Viktor Sköld Gustafsson
Resource planning for climate-driven natural disasters - presentation by Viktor Sköld Gustafsson

Planning for rescue resources

Viktor Sköld Gustafsson, PhD student at Linköping University, gave his presentation "Planning for rescue resources" in connection with a webinar organized by MSB.

The presentation was held within the framework of the EMMUNE project. See presentation (in Swedish)

Viktor Sköld Gustafsson

Lack of decision support within the Rescue Services jeopardizes Sweden's handling of climate accidents

Viktor Sköld Gustafsson in the project "Effective management of multiple natural events" (EMMUNE).Read more (in Swedish)

Firefighters and fire truck.

Research and training that saves lives

Carer is a research centre at Linköping University (LiU) operated in collaboration with the Swedish Civil Contingencies Agency. Research is focused on society’s ability to deal with accidents ranging from everyday incidents to extraordinary events.

Picture from exercise with fire deparment.

Center for Advanced Research in Emergency Response - CARER

A collaboration between LiU and the Swedish Civil Contingencies Agency which aims to consolidate and strengthen LiU's research in risk, response and rescue area.

A dissertation on cost-effective stroke care

The doctoral thesis by Nicklas Ennab Vogel is about making stroke healthcare more efficient. The social costs of stroke diseases are large. Suffering a stroke often has far-reaching consequences for both the individual patient and the next of kin.

Participating researchers

CARER